Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add fluxcd/agent-skills --skill flux-controller-minor-releasesgit clone --depth 1 https://github.com/fluxcd/agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/fluxcd/agent-skills/flux-controller-minor-releases)<a href="https://agentmods.dev/skills/fluxcd/agent-skills/flux-controller-minor-releases"><img src="https://agentmods.dev/badge/skills/fluxcd/agent-skills/flux-controller-minor-releases/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/fluxcd/agent-skills/flux-controller-minor-releases"><img src="https://agentmods.dev/badge/skills/fluxcd/agent-skills/flux-controller-minor-releases.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Tool Misuse · line 69 Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
- medium Excessive Agency · line 233 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00089 | $0.04061 |
| Opus 5 | $0.00044 | $0.02031 |
| Sonnet 5 | $0.00018 | $0.00812 |
| Haiku 4.5 | $0.00009 | $0.00406 |
Grade A, and why
flux-controller-minor-releases scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 301 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Flux Controller Minor Releases
Use this skill for upstream Flux controller minor releases (vX.Y.0) only —
the release that opens a new release/vX.Y.x series. Do not use it for flux2,
pkg, or other non-controller repos.
Supported controllers:
helm-controllerimage-automation-controllerimage-reflector-controllerkustomize-controllernotification-controllersource-controllersource-watcher
Important rules
- Strictly follow the documented git commands, one step at a time. Each step below has a reason. Do not invent substitutions, batch unrelated commands into one shell invocation, or insert extra verification commands between documented steps unless asked. Adapt only the version numbers.
- Never block the conversation on long-running operations. CI checks, the
tag-triggered release workflow, and approval waits must be watched in the
background (
run_in_background) so the user can keep steering and you get notified on completion. A foreground watch blocks the session. - Always quote PR/issue links as full URLs (e.g.
https://github.com/fluxcd/source-controller/pull/2082), never the<owner>/<repo>#<number>shorthand — full URLs are clickable from the user's terminal. - Start background watches on every PR immediately after opening it. Kick off
gh pr checks <num> -R fluxcd/<repo> --watchin the background as soon as the PR is created, and the same for tag-triggered release workflows (gh run watch <id> -R fluxcd/<repo>). - Also start a background approval watch per PR.
gh pr checks --watchonly covers CI, not maintainer approval. Poll the review state in the background:while :; do state=$(gh pr view <num> -R fluxcd/<repo> --json mergeStateStatus,reviewDecision --jq '.reviewDecision+" "+.mergeStateStatus') case "$state" in "APPROVED CLEAN") echo "$state"; break;; esac sleep 30 done - Every git commit must use
-s(sign-off). Never include Co-Authored-By lines, your own name, or any AI attribution in commit messages, PR titles, or PR descriptions. This applies to the skill-update PR too. - Always wait for CI to go green before merging any PR.
- You cannot approve your own PRs. If a PR was opened by the git user driving the session, ask a maintainer to approve it (or confirm it is already approved) before merging.
- Merge release PRs yourself as soon as CI is green and a maintainer has approved — act immediately so the next step (tag push, merge to main, label PR) unblocks. Applies only to PRs opened with the user's account this session.
- Review feedback on the release PR is applied by amending, not by adding new
commits. The release PR must stay at exactly two commits
(
Add changelog entry for vX.Y.0andRelease vX.Y.0). Usegit reset --soft HEAD~2+ re-commit, or an interactive rebase, thengit push --force-with-lease. - After applying a review fix, reply
Fixed, thanks!on the thread and resolve it. Reply viagh api repos/<owner>/<repo>/pulls/<n>/comments/<cid>/replies -f body='Fixed, thanks!'and resolve via the GraphQLresolveReviewThreadmutation. - Tags must be annotated and signed (
git tag -s -m ...). Never create release tags through the GitHub API — that produces lightweight tags which breakgit tag -vverification. - PR titles and bodies. Release-prep and label PRs use the commit subject as
the title. The release→main PR uses the GitHub-default humanized branch name
Release/vX.Y.x. Every PR body is a single line pointing at the flux2 minor release tracking issue:Part of: https://github.com/fluxcd/flux2/issues/NNNN. - Do not declare the release done until every step below has run, including the final backport label PR (step 11). Tagging and merging to main are not the last step. Walk the numbered steps and confirm each one ran before reporting completion.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 301 lines · 89 tokens per session scan A e522d1f2ac43
flux-controller-minor-releases is a skill published in the GitHub repository fluxcd/agent-skills (219 stars, last pushed 3d ago), licensed Apache-2.0. It adds 89 tokens to every session and 4,061 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
git-workflow-and-versioning
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, splitting uncommitted work in a messy working tree into clean atomic commits, opening or reviewing a pull request (PR), pushing to a remote, or when you need to organize work across multiple…
comet-archive
A workflow for the fifth stage of Comet Classic: archiving a completed change, merging its specification updates, and finishing the branch. It uses Comet commands and a fixed layout for tracking the change.
finishing-a-development-branch
A process for finishing a completed development branch. A branch is a separate line of code changes that can later be merged or submitted as a pull request.
skillshare-changelog
Generate CHANGELOG.md entry from recent commits in conventional format. Also syncs the website changelog page. Use this skill whenever the user asks to: generate a changelog, document what changed between tags, or create a new CHANGELOG entry. If you see requests like "write the changelog for v0.17", "what changed…
skillshare-release
End-to-end release workflow for skillshare. Runs tests, generates changelog (via /changelog), optionally writes local RELEASENOTES, updates version numbers, commits, and drafts announcements. Use when the user says "release", "prepare release", "cut a release", "release v0.19", or any request to publish a new version.…
prepare-release
Prepare a new release by collecting commits, generating bilingual release notes, updating version files, and creating a release branch. Use when asked to prepare/create a release, bump version, or run /prepare-release.